Update README.md

README.md

@@ -1,3 +1,40 @@
 ---
+language:
+- en
+tags:
+- bert
 license: cc-by-nc-sa-4.0
 ---
+
+# hate-speech-bert (base-uncased)
+
+Fine-tuned hate speech detection model on English language using Toraman22 v2 dataset published at https://github.com/avaapm/hatespeech
+
+Class labels:
+
+"0": Neutral
+
+"1": Offensive
+
+"2": Hate
+
+We split 80-20 train-test randomly.
+
+5 epochs train_loss: 0.0948 
+
+eval_f1 is 0.9426, eval_accuracy is 0.9430
+    
+### BibTeX entry and citation info
+```bibtex
+@InProceedings{toraman2022large,
+  author    = {Toraman, Cagri  and  \c{S}ahinu\c{c}, Furkan and Yilmaz, Eyup Halit},
+  title     = {Large-Scale Hate Speech Detection with Cross-Domain Transfer},
+  booktitle = {Proceedings of the Language Resources and Evaluation Conference},
+  month     = {June},
+  year      = {2022},
+  address   = {Marseille, France},
+  publisher = {European Language Resources Association},
+  pages     = {2215--2225},
+  url       = {https://aclanthology.org/2022.lrec-1.238}
+}
+```